InputLayerNeuronBehaviour (ANN4j)

java.lang.Object

ann4j.InputLayerNeuronBehaviour

All Implemented Interfaces:: NeuronBehaviour

public class InputLayerNeuronBehaviour extends Object implements NeuronBehaviour

Method Summary

Modifier and Type

Method

Description

static InputLayerNeuronBehaviour

getInstance()

(singleton pattern) If the instance of the class is null, create a new instance of the class and return it

void

relevancePropagate(Neuron neuron)

This function propagates the relevance from the output layer to the input layer

double

setDelta(Neuron i)

This function sets the delta value of the neuron

Methods inherited from class java.lang.Object
clone, equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Details
- getInstance
  
  public static InputLayerNeuronBehaviour getInstance()
  
  (singleton pattern) If the instance of the class is null, create a new instance of the class and return it
  
  Returns:
  
  The instance of the class.
- setDelta
  
  public double setDelta(Neuron i)
  
  Description copied from interface: NeuronBehaviour
  
  This function sets the delta value of the neuron
  
  Specified by:
  
  setDelta in interface NeuronBehaviour
  
  Parameters:
  
  iThe neuron that we are calculating the delta for.
  
  Returns:
  
  The delta value of the neuron.
- relevancePropagate
  
  public void relevancePropagate(Neuron neuron)
  
  Description copied from interface: NeuronBehaviour
  
  This function propagates the relevance from the output layer to the input layer
  
  Specified by:
  
  relevancePropagate in interface NeuronBehaviour
  
  Parameters:
  
  neuronThe neuron that is being propagated.